Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001313

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000101

distance 0.224

#2 · Sataracell 4940008401

distance 0.242 · cross-district

#3 · Punecell 4900001302

distance 0.275

#4 · Punecell 4900001055

distance 0.295

#5 · Kolhapurcell 4800004199

distance 0.297 · cross-district

#6 · Nashikcell 4870004111

distance 0.309 · cross-district

#7 · Ahmednagarcell 4660006510

distance 0.31 · cross-district

#8 · Ahmednagarcell 4660007641

distance 0.311 · cross-district

#9 · Ahmednagarcell 4660001431

distance 0.312 · cross-district

#10 · Punecell 4900007010

distance 0.321

#11 · Ahmednagarcell 4660004064

distance 0.325 · cross-district

#12 · Sataracell 4940000950

distance 0.339 · cross-district

#13 · Solapurcell 4960011308

distance 0.342 · cross-district

#14 · Sataracell 4940004600

distance 0.344 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002064

distance 0.35 · cross-district

#16 · Nashikcell 4870003923

distance 0.356 · cross-district

#17 · Buldhanacell 4720005903

distance 0.357 · cross-district

#18 · Kolhapurcell 4800004889

distance 0.36 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900001313}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.